{"id":"W4313889879","doi":"10.23888/hmj2022104381-390","title":"Psychological and Behavioral Features of Patients with Pharmacoresistant Epilepsy","year":2022,"lang":"en","type":"article","venue":"Nauka molodykh (Eruditio Juvenium)","topic":"Epilepsy research and treatment","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Intrapersonal communication; Epilepsy; Psychology; Clinical psychology; Anxiety; Toronto Alexithymia Scale; Minnesota Multiphasic Personality Inventory; Alexithymia; Personality; Psychiatry; Interpersonal communication","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001243059,0.0002647717,0.0002792264,0.0005970741,0.0003250383,0.0002746112,0.0001027185,0.0002668084,0.001760648],"category_scores_gemma":[0.001034691,0.0001201445,0.0002379309,0.0004434181,0.0002251695,0.0002368879,0.0002387169,0.0003110675,0.0001857889],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001463809,"about_ca_system_score_gemma":0.0001315714,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001112025,"about_ca_topic_score_gemma":0.00122676,"domain_scores_codex":[0.9998784,0.00002220552,0.00001438879,0.00002115813,0.00003514599,0.0000286781],"domain_scores_gemma":[0.9996189,0.00005477552,0.0001712164,0.00001376791,0.00003145812,0.0001098239],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001499834,0.00007334591,0.9963256,0.00001362012,0.00002813394,0.0007800397,0.0001396805,0.000040892,0.0006888233,0.00001644981,0.00009575857,0.001647783],"study_design_scores_gemma":[0.000008094483,0.0001730157,0.9966291,0.000004071315,0.00001021141,0.002815977,0.000147597,0.00004991437,0.00003951663,0.00001423231,0.0001053499,0.000002901007],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9993348,0.0001298534,0.00002075371,0.00003632538,0.000004273982,0.000006657806,0.00007212441,0.000002154258,0.0003929507],"genre_scores_gemma":[0.9997175,0.00005995944,0.00001960612,0.00002010256,0.00000687442,0.000004126648,0.00009808224,3.881761e-7,0.00007319287],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001760648,"threshold_uncertainty_score":0.005890012,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02390906438736284,"score_gpt":0.327236265901532,"score_spread":0.3033272015141692,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}